AI & LLM Engineering · ONNX · For data scientists

Guide to using Meta's Segment Anything Model for zero-shot image segmentation with point, box or mask prompts, or automatic mask generation.

Orchestra-Research/AI-Research-SKILLs

Add a new ONNX operator or update an existing operator to a new opset version.

onnx/onnx

Add a function body definition to an ONNX operator, defining how it decomposes into simpler ops.

onnx/onnx

Add or update type and shape inference for an ONNX operator.

onnx/onnx

Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx.

onnx/onnx

Transcribe local audio or video with Volcengine Doubao file ASR, including BigASR 1.0 Turbo direct upload and asynchronous 1.0 standard, 1.0 idle, or 2.0 standard jobs through TOS.

ysyecust/lecture-to-notes

Model Hub — download pre-exported models from Qualcomm AI Hub, run inference on-device, and export them to App Builder as ready-to-import Packs.

qualcomm/qai-appbuilder

AIPC, AI Porting Conversion. An agent skill from qualcomm/qai-appbuilder.

qualcomm/qai-appbuilder

Adapt a policy trained in any external codebase into the sim2real codebase for integrated sim2sim/deploy by tracing the training observation/action implementation, exporting one complete ONNX…

EGalahad/sim2real

Run, resume, monitor, diagnose, and report Quark Quant-Perf workflows for PyTorch and HuggingFace transformers models.

amd/Quark

Run embedding on-device with ONNX Runtime. An agent skill from matrixorigin/memoria.

matrixorigin/memoria

A skill your agent uses when building ML/AI apps in Rust. An agent skill from moeru-ai/auv.

moeru-ai/auv

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX…

dotnet/skills

L3 recipe that runs quark.onnx.AutoSearchPro end-to-end on a user .onnx model: intake → preset selection (or custom search space) → calibration / eval data reader → standalone autosearch script…

amd/Quark

Build a Quark ONNX PTQ quantization plan from modelanalysis.json and user intent.

amd/Quark

Validate Quark ONNX quantization output using four lightweight checks: auxiliary file copy alignment, expected non-quantized initializer MD5 byte-identity (inline rawdata + external-data byte…

amd/Quark

Route Quark ONNX user goals to the correct atomic skill. An agent skill from amd/Quark.

amd/Quark

Detect upstream Quark ONNX changes that affect the ONNX skill family and classify required updates.

amd/Quark

Partition an ONNX model graph into named functional subgraphs and emit a subgraphpartition.json file.

amd/Quark

Build machine vision inspection systems with MATLAB Visual Inspection Toolbox.

matlab/matlab-agentic-toolkit